Comment by jstanley
Maybe, (I don't know), but it's easy to accidentally come up with a theory of "mysterious stuff" that appears to explain something, but neither constrains your expectation nor provides predictions.
Phlogiston is the classic example. https://www.lesswrong.com/posts/RgkqLqkg8vLhsYpfh/fake-causa...
The Phlogiston theory made one crucial prediction - that the speed of light would vary depending on the observer’s movement through the ether. That prediction turned out to be famously wrong.